Bird Species Identification Using CNN

In our world, there are above 11000 bird species. Some species being found rarely. Bird identification is a challenging task that usually leads to unclear labelling. When presented picture of bird, even professional watchers differ on the Despite having same basic components across all species, form and appearance can vary greatly. Intraclass variance substantial due variations in lighting backdrop, as well wide range instances. Additionally, visual recognition birds by humans more comprehensible than audible birds. Consequently, we utilised convolutional neural networks (CNN). CNNs powerful Deep Learning ensemble have shown be effective image processing. The dataset used for both training testing CNN system classifies Everyone quickly determine name they wish know following this strategy. Keywords— Image Processing, Convolutional Neural Networks.